Publications
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
Anirudh Buvanesh*, , Yashoteja Prabhu, Manish Gupta, Manik Verma (* = Equal Contribution)
ICLR'24 | International Conference on Learning Representations
pdf
abstract
DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization
, Yashoteja Prabhu, Pratyush Kumar
pdf
abstract
CapsFlow: Optical Flow Estimation with Capsule Networks
, Rajat Arora, Ram
Prabhakar Venkatesh Babu
pdf
abstract
Open Source
gpu_poor
(1100+ stars)
Tool to check vRAM & token/s requirement for any LLM for
consumer hardware. It supports ggml, HuggingFace, bitsandbytes,
QLoRA & gradient checkpointing. Used over 120k+ times by 20k+ users.
llama2.c-for-dummies
(200+ stars)
Starter tutorial for inference with LLaMA in C